YoungKo

YoungKo's Stars

• stanford-cs149/asst1

  Stanford CS149 -- Assignment 1

  Language:C++4751

• rlabbe/Kalman-and-Bayesian-Filters-in-Python

  Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

  Language:Jupyter Notebook16.5k4.2k

• LyWangPX/Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions

  Solutions of Reinforcement Learning, An Introduction

  Language:Jupyter Notebook2k461

• anthropics/courses

  Anthropic's educational courses

  Language:Jupyter Notebook5.4k417

• openlifescience-ai/Open-Medical-Reasoning-Tasks

  A comprehensive repository of reasoning tasks for Medical LLMs (and beyond)

  Language:Python868

• ridgerchu/matmulfreellm

  Implementation for MatMul-free LM.

  Language:Python2.9k178

• aishwaryanr/awesome-generative-ai-guide

  A one stop repository for generative AI research updates, interview resources, notebooks and much more!

  8.4k1.8k

• noahshinn/reflexion

  [NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning

  Language:Python2.3k224

• dair-ai/ML-YouTube-Courses

  📺 Discover the latest machine learning / AI courses on YouTube.

  15.8k1.9k

• RITCHIEHuang/DeepRL_Algorithms

  DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

  Language:Python31941

• udacity/deep-reinforcement-learning

  Repo for the Deep Reinforcement Learning Nanodegree program

  Language:Jupyter Notebook4.9k2.3k

• google-gemini/cookbook

  Examples and guides for using the Gemini API

  Language:Jupyter Notebook4.9k701

• seungeunrho/minimalRL

  Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

  Language:Python2.8k460

• allenai/FineGrainedRLHF

  Language:Python25121

• cmu-phil/example-causal-datasets

  Example causal datasets with consistent formatting and ground truth

  6511

• cvxgrp/cvxbook_additional_exercises

  Additional exercises and data for EE364a. No solutions; for public consumption.

  Language:Julia547152

• yandexdataschool/Practical_RL

  A course in reinforcement learning in the wild

  Language:Jupyter Notebook5.9k1.7k

• higgsfield-ai/higgsfield

  Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

  Language:Jupyter Notebook3.3k554

• google-deepmind/graphcast

  Language:Python4.5k571

• iAmmarTahir/KnowledgeGraphGPT

  Transform plain text into a visually stunning Knowledge Graph with GPT-4 (latest preview)! It converts text into RDF tuples, and highlights the most frequent connections with a vibrant color-coding system. Download the results as a convenient JSON file for easy integration into your own projects.

  Language:JavaScript15123

• spcl/graph-of-thoughts

  Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

  Language:Python2.1k152

• RManLuo/Awesome-LLM-KG

  Awesome papers about unifying LLMs and KGs

  1.9k142

• LargeWorldModel/LWM

  Language:Python7.1k549

• efeslab/fiddler

  Fast Inference of MoE Models with CPU-GPU Orchestration

  Language:Python16516

• sail-sg/lorahub

  [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition

  Language:Python57635

• huggingface/peft

  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

  Language:Python16k1.6k

• IntelLabs/matsciml

  Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.

  Language:Python14320

• lucidrains/self-rewarding-lm-pytorch

  Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI

  Language:Python1.3k73

• bstadie/Stat-320

  Stat 320 materials

  5

• jachiam/rl-intro

  Language:TeX12526